Can Make be vibe coded?
Visual automation platform for scenarios across apps and APIs
A handful of workflows can be coded quickly, but Make's paid value is the visual builder, app modules, scheduling, observability, and maintenance.
Jump to the build brief ↓Checked Jul 2026
What you pay today, before any DIY hosting
high editorial confidence
Buildability by layer
Screens, forms, and focused interactions
The repeatable job the product performs
Availability and legality of required data
Uptime, queues, support, and maintenance
Security, compliance, and user confidence
The achievable core
- Implement the needed scenarios as scripts or n8n workflows with API calls, retries, and logs.
- Automate a small number of known workflows with logs, retries, and manual recovery.
- A responsive interface with real empty, loading, success, and error states.
The parts a prompt cannot buy
- visual scenario builder
- app modules
- scheduling
- operations history
- Connectors, OAuth flows, and vendor API changes require constant upkeep.
- The last 20 percent is sync, migration fidelity, speed, and edge cases.
Why people still pay
They pay because workflows evolve and break; a maintained builder reduces the upkeep.
Connectors, OAuth flows, and vendor API changes require constant upkeep.
The last 20 percent is sync, migration fidelity, speed, and edge cases.
The brief
Context, requirements, acceptance criteria, non-goals, and the full production standard — as Markdown, ready for any coding agent.
Build brief — a focused alternative to Make
Context
**Make** — Visual automation platform for scenarios across apps and APIs. It currently costs $12/mo.
A handful of workflows can be coded quickly, but Make's paid value is the visual builder, app modules, scheduling, observability, and maintenance.
This brief describes a focused, single-operator replacement for the part of Make that is genuinely reproducible. It is deliberately narrower than the product it replaces, and it says so in writing. Build the useful core; do not pretend to have rebuilt the rest.
What you are building
Implement the needed scenarios as scripts or n8n workflows with API calls, retries, and logs.
Automate a small number of known workflows with logs, retries, and manual recovery.
A responsive interface with real empty, loading, success, and error states.
Requirements
Functional
Hosted scheduler/worker.
Secrets.
Logs.
Retry handling.
Data and integrations
API keys/OAuth.
Each of these needs a real account, credential, or quota. Set them up before writing feature code.
Non-functional
Accessibility: semantic markup, labelled controls, visible focus, and reduced-motion support.
Security: server-side secrets, validated input, and no credentials in the client bundle.
Reliability: retries with backoff on external calls, and a clear failure state when a provider is down.
Portability: the operator can export their data and leave without losing it.
Implementation brief
Build me a code-first workflow runner to replace Make for my handful of scenarios. Requirements:
A Node project where each scenario is one file in scenarios/ exporting a trigger
(cron string or webhook route) and an ordered list of steps, each step an async
function that receives the previous step's output.
The runner executes steps in order, retries a failed step 3 times with
exponential backoff, then halts the run recording the step name and error.
Every run saved to SQLite (better-sqlite3): scenario, start/end, per-step input
and output JSON, status. That history is the debugging story, make it good.
A minimal dashboard on localhost:4880 (Express, server-rendered): scenario list
with last-run status, click into a run to see each step's payload.
Webhook triggers land on the same Express app with signature verification
helpers; cron triggers via node-cron. All credentials in .env.
Ship two example scenarios: a Stripe payment webhook appends to a Google Sheet
and sends a Telegram message; an RSS post gets an LLM summary drafted as email.
Binds to localhost only, single user, no accounts, no telemetry.
Out of scope: a visual drag-and-drop builder and an app-module catalog. Scenarios
are code, that is the point of this build.
README: how to add a scenario, .env keys, and a note that self-hosted n8n is the
off-the-shelf fallback if maintaining this stops being fun.
Delivery standard
Inspect the repository first, then write a short implementation plan before writing code.
Deliver the smallest complete end-to-end workflow first; every primary control must work against persisted data.
Use real validation and storage; never substitute fake dashboards, decorative controls, hard-coded success states, or mock integrations.
Include responsive layouts plus genuine empty, loading, success, validation, and failure states.
Keep secrets server-side in environment variables, provide .env.example, and never commit credentials or user data.
Add structured logs around every external call and return actionable errors without leaking sensitive details.
Write unit tests for the core logic and one automated test of the main user journey.
Finish with a README covering setup, architecture, data location, backups, tests, deployment, and known limitations.
Acceptance criteria
A clean install starts the app using only the README and .env.example.
The primary journey works from first visit through saved result, reload, edit, export, and deletion where applicable.
Invalid input, missing configuration, provider failure, and an empty database each have a usable state.
The interface works at 390px and 1440px, is keyboard navigable, and shows visible focus on every control.
Tests, type checking, linting, and a production build all pass with no ignored failures.
No part of the interface implies a live integration, security guarantee, or scale capability that was not actually built and verified.
Non-goals
Do not build these, and do not claim to have replaced them:
Visual scenario builder.
App modules.
Scheduling.
Operations history.
Connectors, OAuth flows, and vendor API changes require constant upkeep.
The last 20 percent is sync, migration fidelity, speed, and edge cases.
What you still own after launch
Secure credentials, rotate secrets, and handle provider rate limits.
Run migrations, backups, restores, and dependency updates.
Test the critical journey after every model, API, or hosting change.
Monitor failures and fix the edge cases a first prompt will miss.
Maintain every third-party integration as APIs and OAuth rules change.
Risk
**Operational risk.** The code is achievable; dependable data, integrations, and ongoing operations are the real cost.
Editorial confidence in this assessment: high. No independent one-shot implementation is linked yet.
Prior art
Working open-source software you can read, fork, or borrow from before starting:
[Activepieces](https://github.com/activepieces/activepieces) — Open-source automation platform with app pieces, triggers, and actions
Generated by [Can It Be Vibe Coded?](https://www.canitbevibecoded.com) · Full report: https://www.canitbevibecoded.com/make
You still own the product
- Secure credentials, rotate secrets, and handle provider rate limits.
- Run migrations, backups, restores, and dependency updates.
- Test the critical journey after every model, API, or hosting change.
- Monitor failures and fix the edge cases a first prompt will miss.
- Maintain every third-party integration as APIs and OAuth rules change.
Open-source prior art
Before you start
Can Make be vibe coded?
Partly, if you narrow it. A handful of workflows can be coded quickly, but Make's paid value is the visual builder, app modules, scheduling, observability, and maintenance.
What can an AI coding agent reproduce from Make?
Implement the needed scenarios as scripts or n8n workflows with API calls, retries, and logs. Automate a small number of known workflows with logs, retries, and manual recovery. A responsive interface with real empty, loading, success, and error states.
What will a DIY Make replacement still be missing?
visual scenario builder; app modules; scheduling; operations history; Connectors, OAuth flows, and vendor API changes require constant upkeep.; The last 20 percent is sync, migration fidelity, speed, and edge cases.
What do I still own after building a Make alternative?
Secure credentials, rotate secrets, and handle provider rate limits. Run migrations, backups, restores, and dependency updates. Test the critical journey after every model, API, or hosting change. Monitor failures and fix the edge cases a first prompt will miss. Maintain every third-party integration as APIs and OAuth rules change.